Question

The managers of a brokerage firm are interested in finding out if the number of new...


The managers of a brokerage firm are interested in finding out if the number of new clients a broker brings into the firm affects the sales generated by the broker. They sample 12 brokers and determine the number of new clients they have enrolled in the last year and their sales amounts in thousands of dollars. These data are presented in the table that follows.
Broker​Clients​Sales
​1​48​72
​2​11​37
​3​42​64
​4​33​55
​5​15​29
​6​15​34
​7​25​58
​8​36​59
​9​28​44
​10​30​48
​11​17​31
​12​22​38
Please use Excel to conduct the Simple Linear Regression Analysis on the data set above and show the summary output. Please attach the output. (3 points)
Please use the regression analysis results you get from the information above to answer the following questions. Confidence level is 95%.

7. What is the total variation of “Sales”? (3 points)

Homework Answers

Answer #1
x y
48 72
11 37
42 64
33 55
15 29
15 34
25 58
36 59
28 44
30 48
17 31
22 38
SUMMARY OUTPUT
Regression Statistics
Multiple R 0.923908759
R Square 0.853607396
Adjusted R Square 0.838968135
Standard Error 5.65039884
Observations 12
ANOVA
df SS MS F Significance F
Regression 1 1861.646596 1861.646596 58.30946174 1.76618E-05
Residual 10 319.2700705 31.92700705
Total 11 2180.916667
Coefficients Standard Error t Stat P-value Lower 95%
Intercept 17.17500569 4.283122765 4.009926081 0.002478349 7.631613445
x 1.127018422 0.147591552 7.636063236 1.76618E-05 0.798163951

7)

SST = 2180.9167

Please rate

Know the answer?
Your Answer:

Post as a guest

Your Name:

What's your source?

Earn Coins

Coins can be redeemed for fabulous gifts.

Not the answer you're looking for?
Ask your own homework help question
Similar Questions
The managers of a brokerage firm are interested in finding out if the number of new...
The managers of a brokerage firm are interested in finding out if the number of new clients a broker brings into the firm affects the sales generated by the broker. They sample 12 brokers and determine the number of new clients they have enrolled in the last year and their sales amounts in thousands of dollars. These data are presented in the table that follows. Broker​Clients​Sales ​1​48​72 ​2​11​37 ​3​42​64 ​4​33​55 ​5​15​29 ​6​15​34 ​7​25​58 ​8​36​59 ​9​28​44 ​10​30​48 ​11​17​31 ​12​22​38 Please use...
The managers of a brokerage firm are interested in finding out if the number of new...
The managers of a brokerage firm are interested in finding out if the number of new clients a broker brings into the firm affects the sales generated by the broker. They sample 12 brokers and determine the number of new clients they have enrolled in the last year and their sales amounts in thousands of dollars. These data are presented in the table that follows. Broker​Clients​Sales ​1​48​72 ​2​11​37 ​3​42​64 ​4​33​55 ​5​15​29 ​6​15​34 ​7​25​58 ​8​36​59 ​9​28​44 ​10​30​48 ​11​17​31 ​12​22​38 Please use...
4. The managers of a brokerage firm are interested in finding out if the number of...
4. The managers of a brokerage firm are interested in finding out if the number of new clients a broker brings into the firm affects the sales generated by the broker. They sample 12 brokers and determine the number of new clients they have enrolled in the last year and their sales amounts in thousands of dollars. These data are presented in the table that follows. Broker​Clients​Sales ​1​48​72 ​2​11​37 ​3​42​64 ​4​33​55 ​5​15​29 ​6​15​34 ​7​25​58 ​8​36​59 ​9​28​44 ​10​30​48 ​11​17​31 ​12​22​38 Please...
Question 1 TABLE 13- 2 A candy bar manufacturer is interested in trying to estimate how...
Question 1 TABLE 13- 2 A candy bar manufacturer is interested in trying to estimate how sales are influenced by the price of their product. To do this, the company randomly chooses 6 small cities and offers the candy bar at different prices. Using candy bar sales as the dependent variable, the company will conduct a simple linear regression on the data below: City Price ($) Sales River City 1.30 100 Hudson 1.60 90 Ellsworth 1.80 90 Prescott 2.00 40...
A sales manager collected data on annual sales for new customer accounts and the number of...
A sales manager collected data on annual sales for new customer accounts and the number of years of experience for a sample of 10 salespersons. In the Microsoft Excel Online file below you will find a sample of data on years of experience of the salesperson and annual sales. Conduct a regression analysis to explore the relationship between these two variables and then answer the following questions. Open spreadsheet Compute b1 and b0 (to 1 decimal). b1 = b0 =...
You are interested in finding a 98% confidence interval for the average number of days of...
You are interested in finding a 98% confidence interval for the average number of days of class that college students miss each year. The data below show the number of missed days for 15 randomly selected college students. 11 5 3 7 12 4 11 9 4 4 2 4 5 9 9 a. To compute the confidence interval use a t Correct distribution. b. With 98% confidence the population meannumber of days of class that college students miss is...
AMR is a computer-consulting firm. The number of new clients that they have obtained each month...
AMR is a computer-consulting firm. The number of new clients that they have obtained each month has ranged from 0 to 6. The number of new clients has the probability distribution that is shown below. Number of New Clients Probability 0 0.05 1 0.10 2 0.15 3 0.35 4 0.20 5 0.10 6 0.05 #1a). Refer to Exhibit 5-3. Compute the expected number and variance of new clients per month are respectively #1b). Ten percent of the items produced by...
1. A sales manager collected the following data on annual sales for new customer accounts and...
1. A sales manager collected the following data on annual sales for new customer accounts and the number of years of experience for a sample of 10 salespersons. Salesperson Years of Experience Annual Sales ($1000) 1 1 84 2 1 81 3 2 87 4 4 101 5 5 104 6 7 118 7 8 119 8 9 120 9 10 127 10 11 134 a. Compute the residuals and choose a residual plot for this problem. 2. The following...
Sarah is the office manager for a group of financial advisors who provide financial services for...
Sarah is the office manager for a group of financial advisors who provide financial services for individual clients. She would like to investigate whether a relationship exists between the number of presentations made to prospective clients in a month and the number of new clients per month. The accompanying table shows the number of presentations and corresponding new clients for a random sample of six employees.Sarah would like to use simple regression analysis to estimate the number of new clients...
Mark Price, the new productions manager for Speakers and Company, needs to find out which variable...
Mark Price, the new productions manager for Speakers and Company, needs to find out which variable most affects the demand for their line of stereo speakers. He is uncertain whether the unit price of the product or the effects of increased marketing are the main drivers in sales and wants to use regression analysis to figure out which factor drives more demand for its particular market. Pertinent information was collected by an extensive marketing project that lasted over the past...